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Killing Guesswork in Outbound: A Multi-Agent Sales Engine That Thinks Before It Writes
Learn how a multi-agent sales engine researches prospects, maps relationships, and generates context-aware outreach, turning internet data into a decision-ready sales brief.
I built a multi-agent sales engine that researches a prospect before any outreach happens, using a pipeline of specialized AI agents to generate structured intelligence, map relationships, and produce context-aware messaging.
Instead of writing cold emails directly, the system runs 7 agents in sequence (identity, profile, activity, market, network, scoring, synthesis) to turn raw internet data into a decision-ready sales brief and outreach strategy.
The demo shows how a single name + company turns into:
structured research
inferred network graph
signal-based scoring
generated outreach grounded in actual context